P
Peter James Thomas
Publications - 3
Citations - 1
Peter James Thomas is an academic researcher. The author has contributed to research in topics: Geology & Computer science. The author has an hindex of 1, co-authored 3 publications receiving 1 citations.
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Better Modeling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup
TL;DR: An anchored-based Out of Distribution (OOD) Regression Mixup algorithm is introduced, leveraging manifold hidden state mixup and observation similarities to form a novel regularization penalty.
Journal ArticleDOI
The subsurface thermal state of Svalbard and implications for geothermal potential
Kim Senger,Niels Balling,Peter Betlem,Tom Birchall,Hanne H. Christiansen,Harald Elvebakk,Sven Fuchs,Malte Jochmann,Peter Klitzke,Kirsti Midttomme,Snorre Olaussen,Christophe Pascal,N. Rodes,Aleksey Shestov,Aleksandra Smyrak-Sikora,Peter James Thomas +15 more
TL;DR: In this article , the authors presented the until now fragmented data sets relevant to characterize and assess the geothermal potential of Svalbard, including petroleum and deep research boreholes, 14 of which have recorded subsurface temperature data at depths below 200 m.
Journal ArticleDOI
Towards Building a Distributed Virtual Flow Meter via Compressed Continual Learning
TL;DR: In this article , the authors explore the continual learning paradigm for accurately estimating the characteristics of fluid flow in pipelines by compressing the distributed sensor data to increase the capacity of the CL memory bank using a compressive learning algorithm.